Miao Liu

1.2k total citations · 1 hit paper
33 papers, 707 citations indexed

About

Miao Liu is a scholar working on Control and Systems Engineering, Artificial Intelligence and Electrical and Electronic Engineering. According to data from OpenAlex, Miao Liu has authored 33 papers receiving a total of 707 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Control and Systems Engineering, 13 papers in Artificial Intelligence and 9 papers in Electrical and Electronic Engineering. Recurrent topics in Miao Liu's work include Industrial Technology and Control Systems (5 papers), Microgrid Control and Optimization (4 papers) and Target Tracking and Data Fusion in Sensor Networks (4 papers). Miao Liu is often cited by papers focused on Industrial Technology and Control Systems (5 papers), Microgrid Control and Optimization (4 papers) and Target Tracking and Data Fusion in Sensor Networks (4 papers). Miao Liu collaborates with scholars based in China, United States and Brazil. Miao Liu's co-authors include Jonathan P. How, Yu Fan Chen, Michael Everett, Girish Chowdhary, Shih‐Yuan Liu, Shuai Gao, Yajun Zhang, Zhe Dong, Xi Chen and Yunchao Wu and has published in prestigious journals such as IEEE Transactions on Automatic Control, Automatica and Energy.

In The Last Decade

Miao Liu

25 papers receiving 678 citations

Hit Papers

Socially aware motion planning with deep reinforcement le... 2017 2026 2020 2023 2017 100 200 300 400
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Socially aware motion planning with deep reinforcement learning
    2017 463 citations Yu Fan Chen, Michael Everett et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Miao Liu China 10 343 307 186 173 161 33 707
Yu Fan Chen United States 9 439 1.3× 288 0.9× 138 0.7× 220 1.3× 169 1.0× 13 700
Gonzalo Ferrer Russia 14 466 1.4× 151 0.5× 118 0.6× 197 1.1× 266 1.7× 42 736
Malika Meghjani Singapore 12 284 0.8× 106 0.3× 130 0.7× 328 1.9× 86 0.5× 30 739
Tingxiang Fan Hong Kong 12 337 1.0× 188 0.6× 124 0.7× 113 0.7× 66 0.4× 16 576
Jérôme Guzzi Switzerland 10 433 1.3× 196 0.6× 122 0.7× 56 0.3× 72 0.4× 28 735
You Hong Eng Singapore 10 252 0.7× 89 0.3× 187 1.0× 366 2.1× 75 0.5× 13 647
Zhe Xuanyuan China 9 281 0.8× 116 0.4× 146 0.8× 241 1.4× 35 0.2× 20 659
Lars Hammarstrand Sweden 15 218 0.6× 297 1.0× 160 0.9× 236 1.4× 36 0.2× 33 778
Jianmin Ji China 15 404 1.2× 210 0.7× 95 0.5× 91 0.5× 35 0.2× 70 738
Chris Urmson United States 12 491 1.4× 90 0.3× 187 1.0× 473 2.7× 71 0.4× 21 822

Countries citing papers authored by Miao Liu

Since Specialization
Citations

This map shows the geographic impact of Miao Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Miao Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Miao Liu more than expected).

Fields of papers citing papers by Miao Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Miao Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Miao Liu. The network helps show where Miao Liu may publish in the future.

Co-authorship network of co-authors of Miao Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Miao Liu. A scholar is included among the top collaborators of Miao Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Miao Liu. Miao Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Liu, Miao, et al.. (2025). Processing-Near-Memory with Chip Level 3D-IC. 302–307.
2.
Liu, Miao, et al.. (2025). On the Study of Wealth Distribution with Non-Maxwellian Collision Kernels and Variable Trading Propensity. Mathematical and Computational Applications. 30(3). 63–63.
3.
Liu, Miao, et al.. (2024). Multi Attention Generative Adversarial Network for Pedestrian Trajectory Prediction Based on Spatial Gridding. Automotive Innovation. 7(3). 443–455. 2 indexed citations
4.
Wang, Lingling, Miao Liu, & Shaoyong Lai. (2023). Wealth exchange and decision-making psychology in epidemic dynamics. Mathematical Biosciences & Engineering. 20(6). 9839–9860. 1 indexed citations
5.
6.
7.
Zhang, Wei, Yong Hu, Deliang Zeng, et al.. (2019). Motor Bearing Fault Diagnosis Based on Deep Learning. 35. 8–14.
8.
Qin, Yuchu, Yunchao Wu, Bin Li, et al.. (2019). Semantic Segmentation of Building Roof in Dense Urban Environment with Deep Convolutional Neural Network: A Case Study Using GF2 VHR Imagery in China. Sensors. 19(5). 1164–1164. 26 indexed citations
9.
10.
Liu, Miao, et al.. (2018). Gaussian Processes for Learning and Control: A Tutorial with Examples. IEEE Control Systems. 38(5). 53–86. 65 indexed citations
11.
Chen, Yu Fan, Michael Everett, Miao Liu, & Jonathan P. How. (2017). Socially aware motion planning with deep reinforcement learning. 1343–1350. 463 indexed citations breakdown →
12.
Lu, Wenjie, Pingping Zhu, Silvio Ferrari, et al.. (2016). Information value in nonparametric Dirichlet-process Gaussian-process (DPGP) mixture models. Automatica. 74. 360–368. 7 indexed citations
13.
Liu, Miao, et al.. (2016). Predictive Modeling of Pedestrian Motion Patterns with Bayesian Nonparametrics. AIAA Guidance, Navigation, and Control Conference. 12 indexed citations
14.
Chen, Xi, et al.. (2014). Design and Implementation of an AHRS Based on MEMS Sensors and Complementary Filtering. Advances in Mechanical Engineering. 6. 214726–214726. 15 indexed citations
15.
Chowdhary, Girish, et al.. (2014). Off-policy reinforcement learning with Gaussian processes. IEEE/CAA Journal of Automatica Sinica. 1(3). 227–238. 17 indexed citations
16.
Liu, Miao, et al.. (2013). Research on Fuzzy Adaptive PID Control Algorithm Based on Siemens PLCSIM. Advances in intelligent systems research. 2 indexed citations
17.
Wang, Hong, et al.. (2010). Design on dynamic measuring and controlling system of driver. 1 indexed citations
18.
Liu, Miao, Tianmiao Wang, Hongxing Wei, & Youdong Chen. (2006). Real-time Analysis of Embedded CNC System Based on uCOS-II. Jisuanji gongcheng. 32(22). 222–224. 7 indexed citations
19.
Liu, Miao. (2006). Analyse of Cooperate with Simulation base on Modelsim FLI. Microprocessors.
20.
Wei, Hongxing, et al.. (2006). Study on Swimming Control of Multi Mini Robofish. 104. 207–211.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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